Zobrazeno 1 - 10
of 32
pro vyhledávání: '"Sarah A M Loos"'
Publikováno v:
Machine Learning: Science and Technology, Vol 5, Iss 1, p 015053 (2024)
The recent success of neural networks in natural language processing has drawn renewed attention to learning sequence-to-sequence (seq2seq) tasks. While there exists a rich literature that studies classification and regression tasks using solvable mo
Externí odkaz:
https://doaj.org/article/340d7140992545d6816cbb17106f49cb
Publikováno v:
New Journal of Physics, Vol 24, Iss 2, p 023021 (2022)
Stochastic processes with temporal delay play an important role in science and engineering whenever finite speeds of signal transmission and processing occur. However, an exact mathematical analysis of their dynamics and thermodynamics is available f
Externí odkaz:
https://doaj.org/article/70c6c037268b4cfb9f2bb0b8909b37da
Autor:
Sarah A M Loos, Sabine H L Klapp
Publikováno v:
New Journal of Physics, Vol 22, Iss 12, p 123051 (2020)
We study the thermodynamic properties induced by non-reciprocal interactions between stochastic degrees of freedom in time- and space-continuous systems. We show that, under fairly general conditions, non-reciprocal coupling alone implies a steady en
Externí odkaz:
https://doaj.org/article/56221815d8c045339d692dac3ac33013
Publikováno v:
New Journal of Physics, Vol 22, Iss 9, p 093069 (2020)
Understanding nonequilibrium systems and the consequences of irreversibility for the system’s behavior as compared to the equilibrium case, is a fundamental question in statistical physics. Here, we investigate two types of nonequilibrium phase tra
Externí odkaz:
https://doaj.org/article/40cbe0111716460e8e63c8967bb731b3
Autor:
Sarah A. M. Loos
Publikováno v:
Nature Nanotechnology.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::75cd129cec3215ff55f9857a2997caa2
https://doi.org/10.1038/s41565-023-01400-8
https://doi.org/10.1038/s41565-023-01400-8
Publikováno v:
Entropy, Vol 23, Iss 6, p 696 (2021)
Many natural and artificial systems are subject to some sort of delay, which can be in the form of a single discrete delay or distributed over a range of times. Here, we discuss the impact of this distribution on (thermo-)dynamical properties of time
Externí odkaz:
https://doaj.org/article/b465e34c16d348dcb5eeba2e8a272842
We study a two-dimensional, nonreciprocal XY model, where each spin interacts only with its nearest neighbours in a certain angle around its current orientation, i.e., its `vision cone'. Using energetic arguments and Monte-Carlo simulations we show t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::509fa96f8d818934a472b5b4593486f8
http://arxiv.org/abs/2206.10519
http://arxiv.org/abs/2206.10519
Autor:
Sabine H. L. Klapp, Sarah A. M. Loos
Publikováno v:
Journal of Statistical Physics. 177:95-118
For stochastic systems with discrete time delay, the Fokker-Planck equation (FPE) of the one-time probability density function (PDF) does not provide a complete, self-contained probabilistic description. It explicitly involves the two-time PDF, and r
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f715511a6701b9e73c5d3e1aed9e54bb
https://doi.org/10.1007/s10955-019-02359-4
https://doi.org/10.1007/s10955-019-02359-4
Autor:
Sarah A. M. Loos
Publikováno v:
Springer Theses ISBN: 9783030807702
Springer Theses
Springer Theses
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4ca4b0165a137b1eedc3a5a7b23d167d
https://doi.org/10.1007/978-3-030-80771-9
https://doi.org/10.1007/978-3-030-80771-9
Autor:
Sarah A. M. Loos
Publikováno v:
Stochastic Systems with Time Delay ISBN: 9783030807702
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1ad7a6e82499ba47d34f9bf7099d6d70
https://doi.org/10.1007/978-3-030-80771-9_11
https://doi.org/10.1007/978-3-030-80771-9_11